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Basic Principles Programming & Math Statistics & Data Science Machine Learning Computational Modeling

Python

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Python

  1. Installation and Use
  2. Description Here.


  3. Core Language
  4. Description Here.


  5. iPython and Notebooks
  6. Description Here.


  7. Numpy
  8. Description Here.


  9. MatplotLib
  10. Description Here.


  11. Scipy
  12. Description Here.


  13. Pandas
  14. Description Here.


  15. StatsModels
  16. Description Here.


  17. Hdf5
  18. Description Here.


  19. Parallelizing Python
  20. Description Here.


  21. Scikit-learn
  22. Description Here.


  23. Tensorflow & Theano
  24. Description Here.


  25. Keras etc.
  26. Description Here.


  27. Gensim
  28. Description Here.


  29. Supermatrix
  30. Description Here.


  31. PyMC
  32. Description Here.


  33. NLTK
  34. Description Here.


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